Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003439

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.059

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003310

distance 0.059

#2 · Parbhanicell 4890003508

distance 0.06

#3 · Parbhanicell 4890003444

distance 0.068

#4 · Parbhanicell 4890003373

distance 0.075

#5 · Parbhanicell 4890003230

distance 0.077

#6 · Parbhanicell 4890003509

distance 0.079

#7 · Parbhanicell 4890002401

distance 0.08

#8 · Parbhanicell 4890003228

distance 0.081

#9 · Parbhanicell 4890002649

distance 0.082

#10 · Parbhanicell 4890003231

distance 0.083

#11 · Parbhanicell 4890002583

distance 0.084

#12 · Parbhanicell 4890003071

distance 0.088

#13 · Parbhanicell 4890002322

distance 0.088

#14 · Parbhanicell 4890002072

distance 0.089

#15 · Parbhanicell 4890002909

distance 0.089

#16 · Parbhanicell 4890002238

distance 0.09

#17 · Parbhanicell 4890003565

distance 0.091

#18 · Parbhanicell 4890003599

distance 0.091

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890003439}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.